{"schema_version":"onlylabs.public_signal.v1","title":"SiliconFlow Repo: siliconflow/langchain-siliconflow","description":"SiliconFlow repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1","json_url":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1/signal.json","generated_at":"2026-06-11T04:08:54.721259+00:00","org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/siliconflow","dossier_json_url":"https://onlylabs.fyi/labs/siliconflow/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1","signal_json":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1/signal.json","source":"https://github.com/siliconflow/langchain-siliconflow","lab_dossier":"https://onlylabs.fyi/labs/siliconflow","lab_dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis":"https://onlylabs.fyi/analysis/siliconflow","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"SiliconFlow published siliconflow/langchain-siliconflow (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/langchain-siliconflow · language Python · Low-star new repo, routine.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/siliconflow/langchain-siliconflow","source_host":"github.com","occurred_at":"2025-07-31T06:37:31+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"SiliconFlow","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"siliconflow/langchain-siliconflow","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"7","source":"traction"},{"label":"Notability","value":"Low-star new repo, routine.","source":"signal"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/siliconflow/langchain-siliconflow"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:08:54.721259+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1/signal.json","dossier_json":"https://onlylabs.fyi/labs/siliconflow/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/siliconflow/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1/signal.json","required":true},{"label":"source","url":"https://github.com/siliconflow/langchain-siliconflow","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/siliconflow/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/siliconflow/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze SiliconFlow's repo signal \"siliconflow/langchain-siliconflow\" for neocloud strategy."},"semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/langchain-siliconflow","text":"SiliconFlow published repo siliconflow/langchain-siliconflow."},{"subject":"siliconflow/langchain-siliconflow","predicate":"is classified as","object":"repo signal","text":"siliconflow/langchain-siliconflow is classified as repo signal."},{"subject":"siliconflow/langchain-siliconflow","predicate":"belongs to","object":"repos desk","text":"siliconflow/langchain-siliconflow belongs to repos desk."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has context","object":"Python","text":"siliconflow/langchain-siliconflow has context Python."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/langchain-siliconflow has evidence coverage 1 captured evidence page."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has captured page count","object":"1","text":"siliconflow/langchain-siliconflow has captured page count 1."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has readable page count","object":"1","text":"siliconflow/langchain-siliconflow has readable page count 1."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has related signal count","object":"6","text":"siliconflow/langchain-siliconflow has related signal count 6."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"siliconflow/langchain-siliconflow has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has source host","object":"github.com","text":"siliconflow/langchain-siliconflow has source host github.com."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has lab","object":"SiliconFlow","text":"siliconflow/langchain-siliconflow has lab SiliconFlow."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has signal desk","object":"repos","text":"siliconflow/langchain-siliconflow has signal desk repos."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has source host","object":"github.com","text":"siliconflow/langchain-siliconflow has source host github.com."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has repository","object":"siliconflow/langchain-siliconflow","text":"siliconflow/langchain-siliconflow has repository siliconflow/langchain-siliconflow."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has language","object":"Python","text":"siliconflow/langchain-siliconflow has language Python."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has stars","object":"7","text":"siliconflow/langchain-siliconflow has stars 7."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has notability","object":"Low-star new repo, routine.","text":"siliconflow/langchain-siliconflow has notability Low-star new repo, routine.."}]},"intelligence":{"signal_desk":"repos","answer":"SiliconFlow published siliconflow/langchain-siliconflow (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo siliconflow/langchain-siliconflow · language Python · Low-star new repo, routine.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"SiliconFlow","predicate":"published repo","object":"siliconflow/langchain-siliconflow","text":"SiliconFlow published repo siliconflow/langchain-siliconflow."},{"subject":"siliconflow/langchain-siliconflow","predicate":"is classified as","object":"repo signal","text":"siliconflow/langchain-siliconflow is classified as repo signal."},{"subject":"siliconflow/langchain-siliconflow","predicate":"belongs to","object":"repos desk","text":"siliconflow/langchain-siliconflow belongs to repos desk."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has context","object":"Python","text":"siliconflow/langchain-siliconflow has context Python."},{"subject":"siliconflow/langchain-siliconflow","predicate":"has evidence coverage","object":"1 captured evidence page","text":"siliconflow/langchain-siliconflow has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9dded154-216a-461c-9424-afc004d407e1","url":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1","json_url":"https://onlylabs.fyi/signals/9dded154-216a-461c-9424-afc004d407e1/signal.json","source_url":"https://github.com/siliconflow/langchain-siliconflow","title":"siliconflow/langchain-siliconflow","summary":"SiliconFlow published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2025-07-31T06:37:31+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/siliconflow/langchain-siliconflow"]},"facets":{"repo":"siliconflow/langchain-siliconflow","language":"Python"},"traction":{"github_stars":7,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/siliconflow/langchain-siliconflow","final_url":"https://github.com/siliconflow/langchain-siliconflow","title":"siliconflow/langchain-siliconflow repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:54.721259+00:00","bytes":9335,"raw_path":"6b29df5da2e48d6efa0956a2c8b69c87f2fb48b173c5d138750d3626f8ceac07.json","content_hash":"076ef36962630151997a4ab5eaaad5ea03185e28750255ffada0e36394d08a2c","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/langchain-siliconflow Description: langchain partner package for siliconflow Language: Python License: MIT Stars: 7 Forks: 0 Open issues: 0 Created: 2025-07-31T06:37:31Z Pushed: 2025-12-12T05:14:06Z Default branch: main Fork: no Archived: no README: langchain-siliconflow This package contains the LangChain integration with SiliconFlow Installation ```bash pip install -U langchain-siliconflow ``` And you should configure credentials by setting the following environment variables: ```bash export SILICONFLOW_API_KEY=\"your-api-key\" ``` You can set the following environment variable to use the `.cn` endpoint: ```bash export SILICONFLOW_BASE_URL=\"https://api.siliconflow.cn/v1\" ``` Chat Models `ChatSiliconFlow` class exposes chat models from SiliconFlow. ```python from langchain_siliconflow import ChatSiliconFlow llm = ChatSiliconFlow() llm.invoke(\"Sing a ballad of LangChain.\") ``` Embeddings `SiliconFlowEmbeddings` class exposes embeddings from SiliconFlow. ```python from langchain_siliconflow import SiliconFlowEmbeddings embeddings = SiliconFlowEmbeddings() embeddings.embed_query(\"What is the meaning of life?\") ``` LLMs `SiliconFlowLLM` class exposes LLMs from SiliconFlow...."},"evidence_pages":[{"url":"https://github.com/siliconflow/langchain-siliconflow","final_url":"https://github.com/siliconflow/langchain-siliconflow","title":"siliconflow/langchain-siliconflow repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:08:54.721259+00:00","bytes":9335,"raw_path":"6b29df5da2e48d6efa0956a2c8b69c87f2fb48b173c5d138750d3626f8ceac07.json","content_hash":"076ef36962630151997a4ab5eaaad5ea03185e28750255ffada0e36394d08a2c","excerpt_chars":1200,"truncated":true,"excerpt":"siliconflow/langchain-siliconflow Description: langchain partner package for siliconflow Language: Python License: MIT Stars: 7 Forks: 0 Open issues: 0 Created: 2025-07-31T06:37:31Z Pushed: 2025-12-12T05:14:06Z Default branch: main Fork: no Archived: no README: langchain-siliconflow This package contains the LangChain integration with SiliconFlow Installation ```bash pip install -U langchain-siliconflow ``` And you should configure credentials by setting the following environment variables: ```bash export SILICONFLOW_API_KEY=\"your-api-key\" ``` You can set the following environment variable to use the `.cn` endpoint: ```bash export SILICONFLOW_BASE_URL=\"https://api.siliconflow.cn/v1\" ``` Chat Models `ChatSiliconFlow` class exposes chat models from SiliconFlow. ```python from langchain_siliconflow import ChatSiliconFlow llm = ChatSiliconFlow() llm.invoke(\"Sing a ballad of LangChain.\") ``` Embeddings `SiliconFlowEmbeddings` class exposes embeddings from SiliconFlow. ```python from langchain_siliconflow import SiliconFlowEmbeddings embeddings = SiliconFlowEmbeddings() embeddings.embed_query(\"What is the meaning of life?\") ``` LLMs `SiliconFlowLLM` class exposes LLMs from SiliconFlow...."}],"related_signals":[{"id":"df8c24d2-988a-4ba7-b710-a3548844888c","url":"https://onlylabs.fyi/signals/df8c24d2-988a-4ba7-b710-a3548844888c","source_url":"https://github.com/siliconflow/bizyair-skill","title":"siliconflow/bizyair-skill","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"siliconflow","name":"SiliconFlow","category":"neocloud"},"occurred_at":"2026-05-22T03:55:47+00:00","first_seen_at":"2026-06-05T22:32:18.320937+00:00","date_source":"source"},{"id":"8fd4a6dc-deea-4b63-8d8f-35b62cda6287","url":"https://onlylabs.fyi/signals/8fd4a6dc-deea-4b63-8d8f-35b62cda6287","source_url":"https://github.com/siliconflow/silinex-maas-charts","title":"siliconflow/silinex-maas-charts","context":"Go 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